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Snorkel AI Data Development Platform

by Snorkel AI@snorkelaiSan Francisco, CANo ratings yet

Data development platform for building and evaluating data-centric AI applications

Visit docs.snorkel.ai
Tool type
Data development platform for ML and data-centric AI
Made for
ML teams, data owners, annotators, admins
Runs on
Web platform with Python SDK access
Platform is deployed and configured by an admin; the SDK uses the REST API.
Last checked
29 Oct 2026
2 product sources

What it does

The Snorkel AI Data Development Platform is documented as a place to manage datasets, annotations, benchmarks, and evaluations for machine learning applications. After logging in, users land on a home page listing these items, and subject matter experts assigned to labeling see only the annotation batches assigned to them.

The documentation describes several paths: admins deploy and configure the platform, data owners prepare and upload datasets, annotators label data following an annotator walkthrough, and teams evaluate the performance of an ML application. A separate Snorkel SDK provides programmatic access to the platform through client, develop, and utils modules.

The platform suits ML and data teams building data-centric AI applications, plus annotation teams doing labeling work. Use requires a deployed instance configured by an admin, while the SDK has its own quickstart and notebook tips. Buyers should confirm pricing and deployment terms with Snorkel AI directly.

What it can do

  • Manage and upload datasets
  • Label and annotate data through assigned annotation batches
  • Evaluate performance of ML applications
  • Programmatic access to the platform through the Python SDK

Before you choose

  • Deployment and configuration require an admin
  • Annotator views are limited to assigned batches
  • Pricing and access terms must be confirmed with Snorkel AI

Listed under

Get started

Admins start with installation overview; the SDK has a quickstart guide.

  1. Admin reads the Installation Overview and Conventions to deploy and configure the platform
  2. Upload a dataset after preparing it per the data management guide
  3. Read the SDK quickstart to get set up with the Python SDK
Log in to the platform or start the SDK quickstart

Plans and prices

Pricing, trial, and free-tier terms must be verified with Snorkel AI.

We couldn’t find published prices for Snorkel AI Data Development Platform.

Sources for this overview

Product pages, documentation, and pricing checked 29 Oct 2026. Each source supports part of the overview; availability and prices can change.

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Where this comes from

How we research
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YC directory mirror
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Last checked 29 Oct 2026. Every field keeps its source and date; unknown means we couldn’t confirm it.